A Fast path re-planning method for UAV based on improved A* algorithm

被引:0
作者
Ma, Ning [1 ]
Cao, Yunfeng [1 ]
Wang, Xinyao [1 ]
Wang, Zhaoyang [1 ]
Sun, Houjun [2 ]
机构
[1] Nanjing Univ Aeronaut & Astronaut, Coll Astronaut, Nanjing, Peoples R China
[2] Luoyang Inst Electroopt Equipment, Luoyang, Peoples R China
来源
PROCEEDINGS OF 2020 3RD INTERNATIONAL CONFERENCE ON UNMANNED SYSTEMS (ICUS) | 2020年
关键词
UAV; path planning; GA; A* algorithm; real-time;
D O I
10.1109/icus50048.2020.9274912
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In order to improve the efficiency of path planning for Unmanned Aerial Vehicles (UM), this paper proposed a method combined of GA and A* algorithm for three-dimensional path planning, which is divided into globalpath planning and realtime path re-planning. Global path planning focus on safety and optimality, and provides an optimal path for the UAV that meets the constraints by using the real number gene coding method. Real-time path re-planning focuses on emergency threats and needs to ensure real-time performance. It is implemented by combining the two-dimensional A* algorithm and height planning that improves the searching efficiency compared to traditional three-dimensional A* methods. Finally, simulation results show that the proposed method in this paper can effectively reduce the search space and improve the search efficiency.
引用
收藏
页码:462 / 467
页数:6
相关论文
共 17 条
[1]   Semi-lazy probabilistic roadmap: a parameter-tuned, resilient and robust path planning method for manipulator robots [J].
Akbaripour, Hossein ;
Masehian, Ellips .
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2017, 89 (5-8) :1401-1430
[2]  
Cekmez U, 2016, INT CONF UNMAN AIRCR, P47, DOI 10.1109/ICUAS.2016.7502621
[3]  
Chao HY, 2010, INT J CONTROL AUTOM, V8, P36, DOI [10.1007/s12555-010-0105-z, 10.1007/S12555-010-0105-z]
[4]  
Chun LI, 2003, J ASTRONAUTICS, V24, P38
[5]  
Golberg D.E., 1989, GENETIC ALGORITHMS S, DOI 10.5860/choice.27-0936
[6]  
Holland J.H., 1992, tems: an introductory analysis with applications to biology, DOI 10.1016/S0376-7361(07)53015-3
[7]  
Jing ZHANG, 2019, ACTA AERONAUTICA AST, V40, P228
[8]  
[刘新 Liu Xin], 2010, [宇航学报, Journal of Chinese Society of Astronautics], V31, P2524
[9]  
[沈林成 Shen Lincheng], 2014, [航空学报, Acta Aeronautica et Astronautica Sinica], V35, P593
[10]  
Shuai Z, 2016, FLIGHT DYNAMICS, P39